What is Reproducible Research?

Figure 1

A grid showing the above 4 definitions

Why does Reproducibility matter?

Figure 1

a person looking for data through binoculars

Introducing 7 Steps towards Reproducible Research

Step 1 - Planning to be organisedWhat is your next step?

Figure 1

disorganised and poorly named files

Figure 2

well organised files

Step 2 - Keeping your files Tidy and OrganisedHow to structure Column Data - Tidy data formatOther useful concepts:How to handle missing data

Figure 1

First Example where full address is in one cell

Figure 2

Second example where information is broken down into individual cells

Figure 3

First part of survey

Figure 4

Second part of survey

Step 3 - Methodology and ProtocolsWhat is your next step?

Step 4 - Documentation and writing it down

Figure 1

Someone trying to explain a robot, the other person thinking of a different robot

Step 5 - Testing and ControlsProviding Authenticity and ValidityWhat is your next step?

Step 6 - AutomationCan you automate any repetitive tasks?What is your next step?

Step 7 - Publishing, Persistent Identifiers and Preparing for ReusePersistent IdentifiersDeposit your final data/analysisOpen vs FAIR vs Can’t shareLicensingWhere to deposit?What is your next step?

Figure 1

FAIR as images

Wrapping up